Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 8898 |
| Missing cells | 244 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.5 MiB |
| Average record size in memory | 760.4 B |
Variable types
| Numeric | 4 |
|---|---|
| Categorical | 5 |
| Text | 7 |
| DateTime | 1 |
CircuitID is highly overall correlated with Round | High correlation |
ConstructorID is highly overall correlated with ConstructorName and 1 other fields | High correlation |
ConstructorName is highly overall correlated with ConstructorID and 1 other fields | High correlation |
ConstructorNationality is highly overall correlated with ConstructorID and 1 other fields | High correlation |
Nationality is highly overall correlated with PermanentNumber | High correlation |
PermanentNumber is highly overall correlated with Nationality and 1 other fields | High correlation |
Round is highly overall correlated with CircuitID | High correlation |
Season is highly overall correlated with PermanentNumber | High correlation |
Code has 244 (2.7%) missing values | Missing |
PermanentNumber has 2661 (29.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-13 00:02:44.699751 |
|---|---|
| Analysis finished | 2024-08-13 00:02:47.425400 |
| Duration | 2.73 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Season
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.4229 |
| Minimum | 2000 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2003 |
| Q1 | 2008 |
| median | 2013 |
| Q3 | 2019 |
| 95-th percentile | 2023 |
| Maximum | 2024 |
| Range | 24 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.3321536 |
|---|---|
| Coefficient of variation (CV) | 0.0031449695 |
| Kurtosis | -1.0907907 |
| Mean | 2013.4229 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.070296226 |
| Sum | 17915437 |
| Variance | 40.096169 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 2012 | 476 | 5.3% |
| 2016 | 457 | 5.1% |
| 2010 | 456 | 5.1% |
| 2011 | 452 | 5.1% |
| 2022 | 440 | 4.9% |
| 2023 | 440 | 4.9% |
| 2021 | 439 | 4.9% |
| 2018 | 420 | 4.7% |
| 2019 | 418 | 4.7% |
| 2013 | 418 | 4.7% |
| Other values (15) | 4482 |
| Value | Count | Frequency (%) |
| 2000 | 88 | 1.0% |
| 2001 | 22 | 0.2% |
| 2002 | 42 | 0.5% |
| 2003 | 320 | |
| 2004 | 360 | |
| 2005 | 376 | |
| 2006 | 396 | |
| 2007 | 374 | |
| 2008 | 368 | |
| 2009 | 340 |
| Value | Count | Frequency (%) |
| 2024 | 279 | |
| 2023 | 440 | |
| 2022 | 440 | |
| 2021 | 439 | |
| 2020 | 340 | |
| 2019 | 418 | |
| 2018 | 420 | |
| 2017 | 398 | |
| 2016 | 457 | |
| 2015 | 374 |
Round
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.063497 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6762444 |
|---|---|
| Coefficient of variation (CV) | 0.56404292 |
| Kurtosis | -1.1014975 |
| Mean | 10.063497 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.094492333 |
| Sum | 89545 |
| Variance | 32.219751 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2 | 485 | 5.5% |
| 1 | 484 | 5.4% |
| 4 | 484 | 5.4% |
| 16 | 484 | 5.4% |
| 3 | 483 | 5.4% |
| 9 | 462 | 5.2% |
| 11 | 462 | 5.2% |
| 14 | 461 | 5.2% |
| 12 | 461 | 5.2% |
| 10 | 461 | 5.2% |
| Other values (12) | 4171 |
| Value | Count | Frequency (%) |
| 1 | 484 | |
| 2 | 485 | |
| 3 | 483 | |
| 4 | 484 | |
| 5 | 458 | |
| 6 | 459 | |
| 7 | 460 | |
| 8 | 460 | |
| 9 | 462 | |
| 10 | 461 |
| Value | Count | Frequency (%) |
| 22 | 60 | 0.7% |
| 21 | 122 | 1.4% |
| 20 | 166 | 1.9% |
| 19 | 293 | |
| 18 | 354 | |
| 17 | 438 | |
| 16 | 484 | |
| 15 | 441 | |
| 14 | 461 | |
| 13 | 460 |
CircuitID
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 498.4 KiB |
| silverstone | 503 |
|---|---|
| hungaroring | 462 |
| catalunya | 461 |
| albert_park | 443 |
| monza | 440 |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.3417622 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74225 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | albert_park |
|---|---|
| 2nd row | albert_park |
| 3rd row | albert_park |
| 4th row | albert_park |
| 5th row | albert_park |
Common Values
| Value | Count | Frequency (%) |
| silverstone | 503 | 5.7% |
| hungaroring | 462 | 5.2% |
| catalunya | 461 | 5.2% |
| albert_park | 443 | 5.0% |
| monza | 440 | 4.9% |
| bahrain | 439 | 4.9% |
| monaco | 438 | 4.9% |
| suzuka | 422 | 4.7% |
| spa | 418 | 4.7% |
| interlagos | 418 | 4.7% |
| Other values (28) | 4454 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| silverstone | 503 | 5.7% |
| hungaroring | 462 | 5.2% |
| catalunya | 461 | 5.2% |
| albert_park | 443 | 5.0% |
| monza | 440 | 4.9% |
| bahrain | 439 | 4.9% |
| monaco | 438 | 4.9% |
| suzuka | 422 | 4.7% |
| interlagos | 418 | 4.7% |
| spa | 418 | 4.7% |
| Other values (28) | 4454 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 9.8% |
| r | 6083 | 8.2% |
| i | 5869 | 7.9% |
| e | 4874 | 6.6% |
| s | 4171 | 5.6% |
| o | 4042 | 5.4% |
| l | 3925 | 5.3% |
| u | 3579 | 4.8% |
| g | 3362 | 4.5% |
| Other values (14) | 20336 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 72479 | |
| Connector Punctuation | 1746 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 10.1% |
| r | 6083 | 8.4% |
| i | 5869 | 8.1% |
| e | 4874 | 6.7% |
| s | 4171 | 5.8% |
| o | 4042 | 5.6% |
| l | 3925 | 5.4% |
| u | 3579 | 4.9% |
| g | 3362 | 4.6% |
| Other values (13) | 18590 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 72479 | |
| Common | 1746 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 10.1% |
| r | 6083 | 8.4% |
| i | 5869 | 8.1% |
| e | 4874 | 6.7% |
| s | 4171 | 5.8% |
| o | 4042 | 5.6% |
| l | 3925 | 5.4% |
| u | 3579 | 4.9% |
| g | 3362 | 4.6% |
| Other values (13) | 18590 |
Common
| Value | Count | Frequency (%) |
| _ | 1746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 9.8% |
| r | 6083 | 8.2% |
| i | 5869 | 7.9% |
| e | 4874 | 6.6% |
| s | 4171 | 5.6% |
| o | 4042 | 5.4% |
| l | 3925 | 5.3% |
| u | 3579 | 4.8% |
| g | 3362 | 4.5% |
| Other values (14) | 20336 |
Position
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.020004 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.1297869 |
|---|---|
| Coefficient of variation (CV) | 0.55624178 |
| Kurtosis | -1.1203658 |
| Mean | 11.020004 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0552226 |
| Sum | 98056 |
| Variance | 37.574288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 425 | 4.8% |
| 11 | 425 | 4.8% |
| 18 | 425 | 4.8% |
| 17 | 425 | 4.8% |
| 16 | 425 | 4.8% |
| 15 | 425 | 4.8% |
| 14 | 425 | 4.8% |
| 2 | 425 | 4.8% |
| 12 | 425 | 4.8% |
| 13 | 425 | 4.8% |
| Other values (14) | 4648 |
| Value | Count | Frequency (%) |
| 1 | 425 | |
| 2 | 425 | |
| 3 | 425 | |
| 4 | 425 | |
| 5 | 425 | |
| 6 | 425 | |
| 7 | 425 | |
| 8 | 425 | |
| 9 | 425 | |
| 10 | 425 |
| Value | Count | Frequency (%) |
| 24 | 50 | 0.6% |
| 23 | 58 | 0.7% |
| 22 | 153 | 1.7% |
| 21 | 159 | 1.8% |
| 20 | 410 | |
| 19 | 418 | |
| 18 | 425 | |
| 17 | 425 | |
| 16 | 425 | |
| 15 | 425 |
DriverID
Text
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 491.9 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 7.5915936 |
| Min length | 3 |
Characters and Unicode
| Total characters | 67550 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | hakkinen |
|---|---|
| 2nd row | coulthard |
| 3rd row | michael_schumacher |
| 4th row | barrichello |
| 5th row | frentzen |
| Value | Count | Frequency (%) |
| alonso | 377 | 4.2% |
| hamilton | 346 | 3.9% |
| raikkonen | 321 | 3.6% |
| vettel | 299 | 3.4% |
| perez | 272 | 3.1% |
| button | 263 | 3.0% |
| massa | 257 | 2.9% |
| ricciardo | 252 | 2.8% |
| bottas | 237 | 2.7% |
| hulkenberg | 219 | 2.5% |
| Other values (112) | 6055 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6535 | 9.7% |
| a | 6526 | 9.7% |
| r | 5280 | 7.8% |
| o | 5222 | 7.7% |
| n | 5115 | 7.6% |
| l | 4777 | 7.1% |
| s | 4591 | 6.8% |
| i | 4590 | 6.8% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (17) | 18687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 66727 | |
| Connector Punctuation | 823 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6535 | 9.8% |
| a | 6526 | 9.8% |
| r | 5280 | 7.9% |
| o | 5222 | 7.8% |
| n | 5115 | 7.7% |
| l | 4777 | 7.2% |
| s | 4591 | 6.9% |
| i | 4590 | 6.9% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (16) | 17864 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 823 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66727 | |
| Common | 823 | 1.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6535 | 9.8% |
| a | 6526 | 9.8% |
| r | 5280 | 7.9% |
| o | 5222 | 7.8% |
| n | 5115 | 7.7% |
| l | 4777 | 7.2% |
| s | 4591 | 6.9% |
| i | 4590 | 6.9% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (16) | 17864 |
Common
| Value | Count | Frequency (%) |
| _ | 823 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67550 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6535 | 9.7% |
| a | 6526 | 9.7% |
| r | 5280 | 7.8% |
| o | 5222 | 7.7% |
| n | 5115 | 7.6% |
| l | 4777 | 7.1% |
| s | 4591 | 6.8% |
| i | 4590 | 6.8% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (17) | 18687 |
Code
Text
MISSING
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 244 |
| Missing (%) | 2.7% |
| Memory size | 447.2 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 25962 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | COU |
|---|---|
| 2nd row | MSC |
| 3rd row | BAR |
| 4th row | TRU |
| 5th row | VIL |
| Value | Count | Frequency (%) |
| alo | 377 | 4.4% |
| ham | 346 | 4.0% |
| rai | 321 | 3.7% |
| vet | 299 | 3.5% |
| per | 272 | 3.1% |
| but | 263 | 3.0% |
| ver | 257 | 3.0% |
| mas | 257 | 3.0% |
| ric | 252 | 2.9% |
| bot | 237 | 2.7% |
| Other values (86) | 5773 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 25962 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25962 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25962 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
PermanentNumber
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.627444 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 2661 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 25 |
| 95-th percentile | 77 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 24.098525 |
|---|---|
| Coefficient of variation (CV) | 1.2937107 |
| Kurtosis | 2.649303 |
| Mean | 18.627444 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.781518 |
| Sum | 165747 |
| Variance | 580.7389 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 14 | 377 | 4.2% |
| 44 | 346 | 3.9% |
| 22 | 343 | 3.9% |
| 7 | 321 | 3.6% |
| 5 | 299 | 3.4% |
| 11 | 272 | 3.1% |
| 6 | 267 | 3.0% |
| 19 | 257 | 2.9% |
| 3 | 252 | 2.8% |
| Other values (37) | 3503 |
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 2 | 77 | 0.9% |
| 3 | 252 | 2.8% |
| 4 | 153 | 1.7% |
| 5 | 299 | 3.4% |
| 6 | 267 | 3.0% |
| 7 | 321 | 3.6% |
| 8 | 181 | 2.0% |
| 9 | 118 | 1.3% |
| 10 | 218 | 2.4% |
| Value | Count | Frequency (%) |
| 99 | 189 | |
| 98 | 13 | 0.1% |
| 94 | 39 | 0.4% |
| 89 | 1 | < 0.1% |
| 88 | 111 | |
| 81 | 36 | 0.4% |
| 77 | 237 | |
| 63 | 118 | |
| 55 | 197 | |
| 53 | 5 | 0.1% |
GivenName
Text
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 5.9587548 |
| Min length | 3 |
Characters and Unicode
| Total characters | 53021 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Mika |
|---|---|
| 2nd row | David |
| 3rd row | Michael |
| 4th row | Rubens |
| 5th row | Heinz-Harald |
| Value | Count | Frequency (%) |
| nico | 425 | 4.8% |
| fernando | 377 | 4.2% |
| lewis | 346 | 3.9% |
| kimi | 321 | 3.6% |
| sebastian | 299 | 3.4% |
| felipe | 297 | 3.3% |
| sergio | 272 | 3.1% |
| jenson | 263 | 3.0% |
| daniel | 252 | 2.8% |
| valtteri | 237 | 2.7% |
| Other values (101) | 5809 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 5900 | 11.1% |
| a | 5797 | 10.9% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.2% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (45) | 16663 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43963 | |
| Uppercase Letter | 8978 | 16.9% |
| Dash Punctuation | 80 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 5900 | |
| a | 5797 | |
| e | 5242 | |
| n | 4606 | |
| o | 3497 | |
| r | 3302 | |
| s | 2394 | 5.4% |
| l | 2242 | 5.1% |
| t | 1900 | 4.3% |
| c | 1478 | 3.4% |
| Other values (21) | 7605 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 789 | 8.8% |
| S | 765 | 8.5% |
| N | 739 | 8.2% |
| M | 729 | 8.1% |
| L | 683 | 7.6% |
| F | 681 | 7.6% |
| K | 620 | 6.9% |
| R | 594 | 6.6% |
| C | 500 | 5.6% |
| D | 477 | 5.3% |
| Other values (13) | 2401 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 80 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52941 | |
| Common | 80 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 5900 | 11.1% |
| a | 5797 | 10.9% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.2% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (44) | 16583 |
Common
| Value | Count | Frequency (%) |
| - | 80 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52814 | |
| None | 207 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 5900 | 11.2% |
| a | 5797 | 11.0% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.3% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (39) | 16456 |
None
| Value | Count | Frequency (%) |
| é | 103 | |
| É | 58 | |
| ô | 40 | 19.3% |
| ó | 4 | 1.9% |
| á | 1 | 0.5% |
| š | 1 | 0.5% |
FamilyName
Text
| Distinct | 119 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 511.4 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.2200494 |
| Min length | 3 |
Characters and Unicode
| Total characters | 64244 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Häkkinen |
|---|---|
| 2nd row | Coulthard |
| 3rd row | Schumacher |
| 4th row | Barrichello |
| 5th row | Frentzen |
| Value | Count | Frequency (%) |
| alonso | 377 | 4.1% |
| hamilton | 346 | 3.7% |
| räikkönen | 321 | 3.5% |
| vettel | 299 | 3.2% |
| pérez | 272 | 2.9% |
| schumacher | 265 | 2.9% |
| button | 263 | 2.8% |
| massa | 257 | 2.8% |
| ricciardo | 252 | 2.7% |
| bottas | 237 | 2.6% |
| Other values (117) | 6358 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5797 | 9.0% |
| a | 5351 | 8.3% |
| o | 4676 | 7.3% |
| n | 4630 | 7.2% |
| l | 4314 | 6.7% |
| i | 4300 | 6.7% |
| r | 4126 | 6.4% |
| s | 3578 | 5.6% |
| t | 3507 | 5.5% |
| c | 2135 | 3.3% |
| Other values (45) | 21830 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54855 | |
| Uppercase Letter | 8992 | 14.0% |
| Space Separator | 349 | 0.5% |
| Other Punctuation | 48 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5797 | |
| a | 5351 | |
| o | 4676 | 8.5% |
| n | 4630 | 8.4% |
| l | 4314 | 7.9% |
| i | 4300 | 7.8% |
| r | 4126 | 7.5% |
| s | 3578 | 6.5% |
| t | 3507 | 6.4% |
| c | 2135 | 3.9% |
| Other values (19) | 12441 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1012 | |
| S | 978 | |
| B | 826 | |
| H | 751 | |
| M | 707 | |
| V | 686 | 7.6% |
| P | 602 | 6.7% |
| A | 589 | 6.6% |
| G | 583 | 6.5% |
| K | 501 | 5.6% |
| Other values (13) | 1757 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28 | |
| ' | 20 |
Space Separator
| Value | Count | Frequency (%) |
| 349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63847 | |
| Common | 397 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5797 | 9.1% |
| a | 5351 | 8.4% |
| o | 4676 | 7.3% |
| n | 4630 | 7.3% |
| l | 4314 | 6.8% |
| i | 4300 | 6.7% |
| r | 4126 | 6.5% |
| s | 3578 | 5.6% |
| t | 3507 | 5.5% |
| c | 2135 | 3.3% |
| Other values (42) | 21433 |
Common
| Value | Count | Frequency (%) |
| 349 | ||
| . | 28 | 7.1% |
| ' | 20 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63040 | |
| None | 1204 | 1.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5797 | 9.2% |
| a | 5351 | 8.5% |
| o | 4676 | 7.4% |
| n | 4630 | 7.3% |
| l | 4314 | 6.8% |
| i | 4300 | 6.8% |
| r | 4126 | 6.5% |
| s | 3578 | 5.7% |
| t | 3507 | 5.6% |
| c | 2135 | 3.4% |
| Other values (41) | 20626 |
None
| Value | Count | Frequency (%) |
| é | 338 | |
| ä | 326 | |
| ö | 321 | |
| ü | 219 |
DateOfBirth
Date
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Minimum | 1964-06-11 00:00:00 |
|---|---|
| Maximum | 2005-05-08 00:00:00 |
Histogram with fixed size bins (bins=50)
Nationality
Categorical
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 487.9 KiB |
| German | |
|---|---|
| British | |
| Spanish | |
| Finnish | |
| French | |
| Other values (29) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.1329512 |
| Min length | 4 |
Characters and Unicode
| Total characters | 63469 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Finnish |
|---|---|
| 2nd row | British |
| 3rd row | German |
| 4th row | Brazilian |
| 5th row | German |
Common Values
| Value | Count | Frequency (%) |
| German | 1414 | |
| British | 1158 | |
| Spanish | 691 | 7.8% |
| Finnish | 681 | 7.7% |
| French | 676 | 7.6% |
| Brazilian | 623 | 7.0% |
| Australian | 490 | 5.5% |
| Italian | 472 | 5.3% |
| Mexican | 331 | 3.7% |
| Dutch | 307 | 3.5% |
| Other values (24) | 2055 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| german | 1414 | |
| british | 1158 | |
| spanish | 691 | 7.7% |
| finnish | 681 | 7.6% |
| french | 676 | 7.6% |
| brazilian | 623 | 7.0% |
| australian | 490 | 5.5% |
| italian | 472 | 5.3% |
| mexican | 331 | 3.7% |
| dutch | 307 | 3.4% |
| Other values (25) | 2085 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (30) | 15035 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54511 | |
| Uppercase Letter | 8928 | 14.1% |
| Space Separator | 30 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | |
| s | 4571 | |
| e | 4098 | |
| h | 4057 | |
| t | 2551 | 4.7% |
| l | 1939 | 3.6% |
| m | 1546 | 2.8% |
| Other values (12) | 6374 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1843 | |
| G | 1414 | |
| F | 1357 | |
| S | 842 | |
| A | 645 | 7.2% |
| I | 556 | 6.2% |
| D | 489 | 5.5% |
| M | 473 | 5.3% |
| C | 398 | 4.5% |
| J | 292 | 3.3% |
| Other values (7) | 619 | 6.9% |
Space Separator
| Value | Count | Frequency (%) |
| 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63439 | |
| Common | 30 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (29) | 15005 |
Common
| Value | Count | Frequency (%) |
| 30 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63469 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (30) | 15035 |
ConstructorID
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 490.8 KiB |
| ferrari | |
|---|---|
| williams | |
| mclaren | |
| red_bull | |
| mercedes | |
| Other values (33) |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 7.4678579 |
| Min length | 2 |
Characters and Unicode
| Total characters | 66449 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | mclaren |
|---|---|
| 2nd row | mclaren |
| 3rd row | ferrari |
| 4th row | ferrari |
| 5th row | jordan |
Common Values
| Value | Count | Frequency (%) |
| ferrari | 850 | 9.6% |
| williams | 848 | 9.5% |
| mclaren | 847 | 9.5% |
| red_bull | 766 | 8.6% |
| mercedes | 589 | 6.6% |
| toro_rosso | 533 | 6.0% |
| renault | 522 | 5.9% |
| sauber | 499 | 5.6% |
| force_india | 423 | 4.8% |
| haas | 359 | 4.0% |
| Other values (28) | 2662 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ferrari | 850 | 9.6% |
| williams | 848 | 9.5% |
| mclaren | 847 | 9.5% |
| red_bull | 766 | 8.6% |
| mercedes | 589 | 6.6% |
| toro_rosso | 533 | 6.0% |
| renault | 522 | 5.9% |
| sauber | 499 | 5.6% |
| force_india | 423 | 4.8% |
| haas | 359 | 4.0% |
| Other values (28) | 2662 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | 9.4% |
| l | 5360 | 8.1% |
| i | 4694 | 7.1% |
| s | 4269 | 6.4% |
| o | 3845 | 5.8% |
| n | 3042 | 4.6% |
| m | 3036 | 4.6% |
| u | 2679 | 4.0% |
| Other values (15) | 16282 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 63845 | |
| Connector Punctuation | 2414 | 3.6% |
| Decimal Number | 190 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | |
| l | 5360 | 8.4% |
| i | 4694 | 7.4% |
| s | 4269 | 6.7% |
| o | 3845 | 6.0% |
| n | 3042 | 4.8% |
| m | 3036 | 4.8% |
| u | 2679 | 4.2% |
| Other values (13) | 13678 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2414 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63845 | |
| Common | 2604 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | |
| l | 5360 | 8.4% |
| i | 4694 | 7.4% |
| s | 4269 | 6.7% |
| o | 3845 | 6.0% |
| n | 3042 | 4.8% |
| m | 3036 | 4.8% |
| u | 2679 | 4.2% |
| Other values (13) | 13678 |
Common
| Value | Count | Frequency (%) |
| _ | 2414 | |
| 1 | 190 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66449 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | 9.4% |
| l | 5360 | 8.1% |
| i | 4694 | 7.1% |
| s | 4269 | 6.4% |
| o | 3845 | 5.8% |
| n | 3042 | 4.6% |
| m | 3036 | 4.6% |
| u | 2679 | 4.0% |
| Other values (15) | 16282 |
ConstructorName
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 496.4 KiB |
| Ferrari | |
|---|---|
| Williams | |
| McLaren | |
| Red Bull | |
| Mercedes | |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.1062036 |
| Min length | 3 |
Characters and Unicode
| Total characters | 72129 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | McLaren |
|---|---|
| 2nd row | McLaren |
| 3rd row | Ferrari |
| 4th row | Ferrari |
| 5th row | Jordan |
Common Values
| Value | Count | Frequency (%) |
| Ferrari | 850 | 9.6% |
| Williams | 848 | 9.5% |
| McLaren | 847 | 9.5% |
| Red Bull | 766 | 8.6% |
| Mercedes | 589 | 6.6% |
| Toro Rosso | 533 | 6.0% |
| Renault | 522 | 5.9% |
| Sauber | 499 | 5.6% |
| Force India | 423 | 4.8% |
| Haas F1 Team | 359 | 4.0% |
| Other values (28) | 2662 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ferrari | 850 | 6.7% |
| williams | 848 | 6.7% |
| mclaren | 847 | 6.7% |
| red | 766 | 6.1% |
| bull | 766 | 6.1% |
| f1 | 701 | 5.6% |
| sauber | 639 | 5.1% |
| mercedes | 589 | 4.7% |
| team | 547 | 4.3% |
| toro | 533 | 4.2% |
| Other values (35) | 5517 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7621 | 10.6% |
| e | 6980 | 9.7% |
| r | 6933 | 9.6% |
| l | 4283 | 5.9% |
| i | 4261 | 5.9% |
| o | 4259 | 5.9% |
| 3705 | 5.1% | |
| s | 3642 | 5.0% |
| n | 2966 | 4.1% |
| u | 2745 | 3.8% |
| Other values (28) | 24734 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53265 | |
| Uppercase Letter | 14422 | 20.0% |
| Space Separator | 3705 | 5.1% |
| Decimal Number | 737 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7621 | |
| e | 6980 | |
| r | 6933 | |
| l | 4283 | |
| i | 4261 | |
| o | 4259 | |
| s | 3642 | |
| n | 2966 | 5.6% |
| u | 2745 | 5.2% |
| d | 2124 | 4.0% |
| Other values (11) | 7451 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 2363 | |
| M | 2142 | |
| F | 2010 | |
| T | 1611 | |
| B | 1094 | |
| L | 1077 | |
| W | 988 | |
| A | 899 | 6.2% |
| S | 759 | 5.3% |
| H | 580 | 4.0% |
| Other values (5) | 899 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3705 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 737 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67687 | |
| Common | 4442 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7621 | 11.3% |
| e | 6980 | 10.3% |
| r | 6933 | 10.2% |
| l | 4283 | 6.3% |
| i | 4261 | 6.3% |
| o | 4259 | 6.3% |
| s | 3642 | 5.4% |
| n | 2966 | 4.4% |
| u | 2745 | 4.1% |
| R | 2363 | 3.5% |
| Other values (26) | 21634 |
Common
| Value | Count | Frequency (%) |
| 3705 | ||
| 1 | 737 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72129 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7621 | 10.6% |
| e | 6980 | 9.7% |
| r | 6933 | 9.6% |
| l | 4283 | 5.9% |
| i | 4261 | 5.9% |
| o | 4259 | 5.9% |
| 3705 | 5.1% | |
| s | 3642 | 5.0% |
| n | 2966 | 4.1% |
| u | 2745 | 3.8% |
| Other values (28) | 24734 |
ConstructorNationality
Categorical
HIGH CORRELATION
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 485.1 KiB |
| British | |
|---|---|
| Italian | |
| Austrian | |
| German | |
| Swiss | |
| Other values (9) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.815127 |
| Min length | 5 |
Characters and Unicode
| Total characters | 60641 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | British |
|---|---|
| 2nd row | British |
| 3rd row | Italian |
| 4th row | Italian |
| 5th row | Irish |
Common Values
| Value | Count | Frequency (%) |
| British | 2471 | |
| Italian | 1707 | |
| Austrian | 766 | 8.6% |
| German | 729 | 8.2% |
| Swiss | 706 | 7.9% |
| French | 692 | 7.8% |
| Japanese | 434 | 4.9% |
| Indian | 423 | 4.8% |
| American | 359 | 4.0% |
| Malaysian | 188 | 2.1% |
| Other values (4) | 423 | 4.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| british | 2471 | |
| italian | 1707 | |
| austrian | 766 | 8.6% |
| german | 729 | 8.2% |
| swiss | 706 | 7.9% |
| french | 692 | 7.8% |
| japanese | 434 | 4.9% |
| indian | 423 | 4.8% |
| american | 359 | 4.0% |
| malaysian | 188 | 2.1% |
| Other values (4) | 423 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51743 | |
| Uppercase Letter | 8898 | 14.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 6.6% |
| e | 2648 | 5.1% |
| l | 1895 | 3.7% |
| c | 1093 | 2.1% |
| Other values (6) | 3908 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2471 | |
| I | 2250 | |
| A | 1125 | |
| S | 821 | 9.2% |
| G | 729 | 8.2% |
| F | 692 | 7.8% |
| J | 434 | 4.9% |
| M | 188 | 2.1% |
| R | 146 | 1.6% |
| D | 42 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60641 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60641 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Q1
Text
| Distinct | 7916 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 494.6 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.9040234 |
| Min length | 1 |
Characters and Unicode
| Total characters | 70330 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7111 ? |
|---|---|
| Unique (%) | 79.9% |
Sample
| 1st row | 1:30.556 |
|---|---|
| 2nd row | 1:30.910 |
| 3rd row | 1:31.075 |
| 4th row | 1:31.102 |
| 5th row | 1:31.359 |
| Value | Count | Frequency (%) |
| 0 | 122 | 1.4% |
| 1:17.244 | 4 | < 0.1% |
| 1:22.043 | 3 | < 0.1% |
| 1:15.644 | 3 | < 0.1% |
| 1:17.086 | 3 | < 0.1% |
| 1:22.130 | 3 | < 0.1% |
| 1:23.578 | 3 | < 0.1% |
| 1:27.039 | 3 | < 0.1% |
| 1:15.746 | 3 | < 0.1% |
| 1:25.859 | 3 | < 0.1% |
| Other values (7906) | 8748 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52778 | |
| Other Punctuation | 17552 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 8.8% |
| 5 | 3971 | 7.5% |
| 0 | 3905 | 7.4% |
| 6 | 3644 | 6.9% |
| 7 | 3536 | 6.7% |
| 8 | 3505 | 6.6% |
| 9 | 3324 | 6.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 8776 | |
| . | 8776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70330 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Q2
Text
| Distinct | 5345 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.6 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.483367 |
| Min length | 1 |
Characters and Unicode
| Total characters | 48791 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5011 ? |
|---|---|
| Unique (%) | 56.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 3199 | |
| 1:26.319 | 3 | < 0.1% |
| 1:17.166 | 3 | < 0.1% |
| 1:37.347 | 3 | < 0.1% |
| 1:38.417 | 3 | < 0.1% |
| 1:15.885 | 3 | < 0.1% |
| 1:33.416 | 3 | < 0.1% |
| 1:15.322 | 3 | < 0.1% |
| 1:31.010 | 3 | < 0.1% |
| 1:15.706 | 3 | < 0.1% |
| Other values (5335) | 5672 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37393 | |
| Other Punctuation | 11398 | 23.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| 2 | 3919 | |
| 3 | 3751 | 10.0% |
| 4 | 2969 | 7.9% |
| 5 | 2630 | 7.0% |
| 6 | 2377 | 6.4% |
| 7 | 2336 | 6.2% |
| 8 | 2212 | 5.9% |
| 9 | 2087 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 5699 | |
| . | 5699 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48791 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Q3
Text
| Distinct | 3392 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 458.8 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 1 |
| Mean length | 3.7801753 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33636 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3253 ? |
|---|---|
| Unique (%) | 36.6% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 5364 | |
| 1:14.970 | 3 | < 0.1% |
| 1:35.766 | 3 | < 0.1% |
| 1:45.503 | 3 | < 0.1% |
| 1:38.513 | 3 | < 0.1% |
| 1:31.478 | 3 | < 0.1% |
| 1:24.305 | 2 | < 0.1% |
| 1:26.973 | 2 | < 0.1% |
| 1:16.818 | 2 | < 0.1% |
| 1:47.362 | 2 | < 0.1% |
| Other values (3382) | 3511 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 26568 | |
| Other Punctuation | 7068 | 21.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| 2 | 2474 | 9.3% |
| 3 | 2242 | 8.4% |
| 4 | 1872 | 7.0% |
| 5 | 1555 | 5.9% |
| 7 | 1427 | 5.4% |
| 6 | 1400 | 5.3% |
| 8 | 1373 | 5.2% |
| 9 | 1372 | 5.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 3534 | |
| . | 3534 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33636 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
| CircuitID | ConstructorID | ConstructorName | ConstructorNationality | Nationality | PermanentNumber | Position | Round | Season | |
|---|---|---|---|---|---|---|---|---|---|
| CircuitID | 1.000 | 0.054 | 0.054 | 0.049 | 0.000 | 0.072 | 0.000 | 0.659 | 0.285 |
| ConstructorID | 0.054 | 1.000 | 1.000 | 0.999 | 0.385 | 0.408 | 0.359 | 0.014 | 0.432 |
| ConstructorName | 0.054 | 1.000 | 1.000 | 0.999 | 0.385 | 0.408 | 0.359 | 0.014 | 0.432 |
| ConstructorNationality | 0.049 | 0.999 | 0.999 | 1.000 | 0.406 | 0.295 | 0.293 | 0.000 | 0.244 |
| Nationality | 0.000 | 0.385 | 0.385 | 0.406 | 1.000 | 0.581 | 0.201 | 0.000 | 0.281 |
| PermanentNumber | 0.072 | 0.408 | 0.408 | 0.295 | 0.581 | 1.000 | -0.158 | 0.056 | 0.576 |
| Position | 0.000 | 0.359 | 0.359 | 0.293 | 0.201 | -0.158 | 1.000 | -0.004 | -0.036 |
| Round | 0.659 | 0.014 | 0.014 | 0.000 | 0.000 | 0.056 | -0.004 | 1.000 | 0.083 |
| Season | 0.285 | 0.432 | 0.432 | 0.244 | 0.281 | 0.576 | -0.036 | 0.083 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Season | Round | CircuitID | Position | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | Nationality | ConstructorID | ConstructorName | ConstructorNationality | Q1 | Q2 | Q3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000 | 1 | albert_park | 1 | hakkinen | NaN | 0 | Mika | Häkkinen | 1968-09-28 | Finnish | mclaren | McLaren | British | 1:30.556 | 0 | 0 |
| 1 | 2000 | 1 | albert_park | 2 | coulthard | COU | 0 | David | Coulthard | 1971-03-27 | British | mclaren | McLaren | British | 1:30.910 | 0 | 0 |
| 2 | 2000 | 1 | albert_park | 3 | michael_schumacher | MSC | 0 | Michael | Schumacher | 1969-01-03 | German | ferrari | Ferrari | Italian | 1:31.075 | 0 | 0 |
| 3 | 2000 | 1 | albert_park | 4 | barrichello | BAR | 0 | Rubens | Barrichello | 1972-05-23 | Brazilian | ferrari | Ferrari | Italian | 1:31.102 | 0 | 0 |
| 4 | 2000 | 1 | albert_park | 5 | frentzen | NaN | 0 | Heinz-Harald | Frentzen | 1967-05-18 | German | jordan | Jordan | Irish | 1:31.359 | 0 | 0 |
| 5 | 2000 | 1 | albert_park | 6 | trulli | TRU | 0 | Jarno | Trulli | 1974-07-13 | Italian | jordan | Jordan | Irish | 1:31.504 | 0 | 0 |
| 6 | 2000 | 1 | albert_park | 7 | irvine | NaN | 0 | Eddie | Irvine | 1965-11-10 | British | jaguar | Jaguar | British | 1:31.514 | 0 | 0 |
| 7 | 2000 | 1 | albert_park | 8 | villeneuve | VIL | 0 | Jacques | Villeneuve | 1971-04-09 | Canadian | bar | BAR | British | 1:31.968 | 0 | 0 |
| 8 | 2000 | 1 | albert_park | 9 | fisichella | FIS | 0 | Giancarlo | Fisichella | 1973-01-14 | Italian | benetton | Benetton | Italian | 1:31.992 | 0 | 0 |
| 9 | 2000 | 1 | albert_park | 10 | salo | NaN | 0 | Mika | Salo | 1966-11-30 | Finnish | sauber | Sauber | Swiss | 1:32.018 | 0 | 0 |
| Season | Round | CircuitID | Position | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | Nationality | ConstructorID | ConstructorName | ConstructorNationality | Q1 | Q2 | Q3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8888 | 2024 | 14 | spa | 11 | albon | ALB | 23 | Alexander | Albon | 1996-03-23 | Thai | williams | Williams | British | 1:55.722 | 1:54.473 | 0 |
| 8889 | 2024 | 14 | spa | 12 | gasly | GAS | 10 | Pierre | Gasly | 1996-02-07 | French | alpine | Alpine F1 Team | French | 1:54.911 | 1:54.635 | 0 |
| 8890 | 2024 | 14 | spa | 13 | ricciardo | RIC | 3 | Daniel | Ricciardo | 1989-07-01 | Australian | rb | RB F1 Team | Italian | 1:55.451 | 1:54.682 | 0 |
| 8891 | 2024 | 14 | spa | 14 | bottas | BOT | 77 | Valtteri | Bottas | 1989-08-28 | Finnish | sauber | Sauber | Swiss | 1:55.531 | 1:54.764 | 0 |
| 8892 | 2024 | 14 | spa | 15 | stroll | STR | 18 | Lance | Stroll | 1998-10-29 | Canadian | aston_martin | Aston Martin | British | 1:56.072 | 1:55.716 | 0 |
| 8893 | 2024 | 14 | spa | 16 | hulkenberg | HUL | 27 | Nico | Hülkenberg | 1987-08-19 | German | haas | Haas F1 Team | American | 1:56.308 | 0 | 0 |
| 8894 | 2024 | 14 | spa | 17 | kevin_magnussen | MAG | 20 | Kevin | Magnussen | 1992-10-05 | Danish | haas | Haas F1 Team | American | 1:56.500 | 0 | 0 |
| 8895 | 2024 | 14 | spa | 18 | tsunoda | TSU | 22 | Yuki | Tsunoda | 2000-05-11 | Japanese | rb | RB F1 Team | Italian | 1:56.593 | 0 | 0 |
| 8896 | 2024 | 14 | spa | 19 | sargeant | SAR | 2 | Logan | Sargeant | 2000-12-31 | American | williams | Williams | British | 1:57.230 | 0 | 0 |
| 8897 | 2024 | 14 | spa | 20 | zhou | ZHO | 24 | Guanyu | Zhou | 1999-05-30 | Chinese | sauber | Sauber | Swiss | 1:57.775 | 0 | 0 |